Industrial operations face constant pressure to maximize uptime and control expenses. Unplanned equipment failures can cripple production and drain resources rapidly. For many manufacturers, unexpected stoppages cost as much as $150,000 per hour. Traditional reactive approaches to asset management often result in costly emergency repairs and extended production halts. These methods wait for breakdowns to …